DPTVAE: Data-driven prior-based tabular variational autoencoder for credit data synthesizing

Generative adversarial networks

Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. · Communications of the ACM · 2020 · 13.6K citations · Full text

Computing, Computer Science, Computer Graphics +10

An efficient k-means clustering algorithm: analysis and implementation

Tapas Kanungo, David M. Mount, Nathan S. Netanyahu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 5.6K citations

Computing, Computer Science, Computational Geometry +10

Variational Inference: A Review for Statisticians

Journal of the American Statistical Association · 2017 · 3.7K citations · Full text

Natural Sciences, Mathematics, Machine Learning +16

Data-intensive applications, challenges, techniques and technologies: A survey on Big Data

C. L. Philip Chen, Chun‐yang Zhang · Information Sciences · 2014 · 3K citations

Computing, Data Science, Information Technology +14

Deep Neural Networks and Tabular Data: A Survey

Vadim Borisov, Tobias Leemann, Kathrin Seßler et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 855 citations · Full text

Computing, Computer Science, Artificial Intelligence +9